{"id":"https://openalex.org/W4322731400","doi":"https://doi.org/10.1109/jstsp.2023.3250989","title":"Searching Parameterized Retrieval &amp; Verification Loss for Re-Identification","display_name":"Searching Parameterized Retrieval &amp; Verification Loss for Re-Identification","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4322731400","doi":"https://doi.org/10.1109/jstsp.2023.3250989"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2023.3250989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2023.3250989","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Signal Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100776798","display_name":"Xin Yuan","orcid":"https://orcid.org/0000-0003-3140-3243"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Yuan","raw_affiliation_strings":["Wuhan University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0003-3140-3243","affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100696102","display_name":"Xin Xu","orcid":"https://orcid.org/0000-0003-0748-3669"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Xu","raw_affiliation_strings":["Wuhan University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0003-0748-3669","affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100401164","display_name":"Zheng Wang","orcid":"https://orcid.org/0000-0003-3846-9157"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Wang","raw_affiliation_strings":["Wuhan University, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0003-3846-9157","affiliations":[{"raw_affiliation_string":"Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702870","display_name":"Kai Zhang","orcid":"https://orcid.org/0000-0003-0318-3255"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kai Zhang","raw_affiliation_strings":["Wuhan University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0003-0318-3255","affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100735254","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0002-9897-1213"},"institutions":[{"id":"https://openalex.org/I43922553","display_name":"Wuhan University of Science and Technology","ror":"https://ror.org/00e4hrk88","country_code":"CN","type":"education","lineage":["https://openalex.org/I43922553"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["Wuhan University of Science and Technology, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-9897-1213","affiliations":[{"raw_affiliation_string":"Wuhan University of Science and Technology, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I43922553"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087726516","display_name":"Ruimin Hu","orcid":"https://orcid.org/0000-0002-0290-5757"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruimin Hu","raw_affiliation_strings":["Wuhan University, Wuhan, Hubei, China"],"raw_orcid":"https://orcid.org/0000-0002-0290-5757","affiliations":[{"raw_affiliation_string":"Wuhan University, Wuhan, Hubei, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.0845,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.93298518,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"17","issue":"3","first_page":"560","last_page":"574"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/parameterized-complexity","display_name":"Parameterized complexity","score":0.9084221124649048},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7503803968429565},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.6149715781211853},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5396096706390381},{"id":"https://openalex.org/keywords/differentiable-function","display_name":"Differentiable function","score":0.44676247239112854},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4077743887901306},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3952203392982483},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37686610221862793},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3022187352180481},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1282903254032135}],"concepts":[{"id":"https://openalex.org/C165464430","wikidata":"https://www.wikidata.org/wiki/Q1570441","display_name":"Parameterized complexity","level":2,"score":0.9084221124649048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7503803968429565},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.6149715781211853},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5396096706390381},{"id":"https://openalex.org/C202615002","wikidata":"https://www.wikidata.org/wiki/Q783507","display_name":"Differentiable function","level":2,"score":0.44676247239112854},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4077743887901306},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3952203392982483},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37686610221862793},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3022187352180481},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1282903254032135},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstsp.2023.3250989","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2023.3250989","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Decent work and economic growth","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1422118355","display_name":null,"funder_award_id":"62171325","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4084259952","display_name":null,"funder_award_id":"62176191","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8570679527","display_name":null,"funder_award_id":"U1803262","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":127,"referenced_works":["https://openalex.org/W41482161","https://openalex.org/W60686164","https://openalex.org/W1982925187","https://openalex.org/W2052112662","https://openalex.org/W2096733369","https://openalex.org/W2097998348","https://openalex.org/W2106411961","https://openalex.org/W2108598243","https://openalex.org/W2119921299","https://openalex.org/W2131241448","https://openalex.org/W2151873133","https://openalex.org/W2204750386","https://openalex.org/W2414504425","https://openalex.org/W2467139031","https://openalex.org/W2470322391","https://openalex.org/W2519904008","https://openalex.org/W2556372419","https://openalex.org/W2584637367","https://openalex.org/W2598634450","https://openalex.org/W2606377603","https://openalex.org/W2736601468","https://openalex.org/W2798775284","https://openalex.org/W2801646001","https://openalex.org/W2802114094","https://openalex.org/W2810967842","https://openalex.org/W2886996240","https://openalex.org/W2901143721","https://openalex.org/W2926636120","https://openalex.org/W2946882998","https://openalex.org/W2948077755","https://openalex.org/W2949264490","https://openalex.org/W2949811425","https://openalex.org/W2953271441","https://openalex.org/W2955854238","https://openalex.org/W2962766801","https://openalex.org/W2962919973","https://openalex.org/W2963000559","https://openalex.org/W2963047834","https://openalex.org/W2963305974","https://openalex.org/W2963842104","https://openalex.org/W2963901085","https://openalex.org/W2964049460","https://openalex.org/W2965843888","https://openalex.org/W2969875432","https://openalex.org/W2979894627","https://openalex.org/W2980337913","https://openalex.org/W2982693525","https://openalex.org/W2985793077","https://openalex.org/W2986093954","https://openalex.org/W2990519439","https://openalex.org/W2991125233","https://openalex.org/W2991522752","https://openalex.org/W2991645104","https://openalex.org/W2996695408","https://openalex.org/W2997351135","https://openalex.org/W2998792609","https://openalex.org/W3014509175","https://openalex.org/W3016342141","https://openalex.org/W3020833432","https://openalex.org/W3027447579","https://openalex.org/W3034293449","https://openalex.org/W3034303554","https://openalex.org/W3034941949","https://openalex.org/W3035014997","https://openalex.org/W3039204154","https://openalex.org/W3082366738","https://openalex.org/W3089787895","https://openalex.org/W3090463764","https://openalex.org/W3092949934","https://openalex.org/W3096818755","https://openalex.org/W3098711604","https://openalex.org/W3105077954","https://openalex.org/W3108882786","https://openalex.org/W3109485382","https://openalex.org/W3109976024","https://openalex.org/W3119685738","https://openalex.org/W3125736290","https://openalex.org/W3126658316","https://openalex.org/W3132708264","https://openalex.org/W3155521759","https://openalex.org/W3173604634","https://openalex.org/W3173635859","https://openalex.org/W3174505228","https://openalex.org/W3203289505","https://openalex.org/W3208732533","https://openalex.org/W3212953166","https://openalex.org/W3214241629","https://openalex.org/W4205484788","https://openalex.org/W4210244841","https://openalex.org/W4213377513","https://openalex.org/W4214490831","https://openalex.org/W4214494681","https://openalex.org/W4220654809","https://openalex.org/W4225149712","https://openalex.org/W4283322911","https://openalex.org/W4285259379","https://openalex.org/W4293211937","https://openalex.org/W4300687870","https://openalex.org/W4312297495","https://openalex.org/W4312990104","https://openalex.org/W4313009170","https://openalex.org/W6601733005","https://openalex.org/W6674385629","https://openalex.org/W6676179485","https://openalex.org/W6677938012","https://openalex.org/W6678911119","https://openalex.org/W6715998359","https://openalex.org/W6726373078","https://openalex.org/W6730269975","https://openalex.org/W6734593296","https://openalex.org/W6735531217","https://openalex.org/W6741002519","https://openalex.org/W6747428963","https://openalex.org/W6753303928","https://openalex.org/W6762503783","https://openalex.org/W6768030963","https://openalex.org/W6776841901","https://openalex.org/W6779561279","https://openalex.org/W6783989761","https://openalex.org/W6784324956","https://openalex.org/W6784811298","https://openalex.org/W6787031801","https://openalex.org/W6789681636","https://openalex.org/W6802419594","https://openalex.org/W6804338483","https://openalex.org/W6810125342","https://openalex.org/W6810832814"],"related_works":["https://openalex.org/W2051058708","https://openalex.org/W1494268238","https://openalex.org/W154868527","https://openalex.org/W1983207144","https://openalex.org/W2490706771","https://openalex.org/W2480116122","https://openalex.org/W4255576661","https://openalex.org/W1516574938","https://openalex.org/W2625725254","https://openalex.org/W1991171386"],"abstract_inverted_index":{"The":[0],"goal":[1],"of":[2,14,37,156,185],"re-identification":[3],"(re-ID)":[4],"is":[5,95,165],"to":[6,50,68,105,134,167],"find":[7],"an":[8,27,160],"object":[9],"(e.g.,":[10],"person":[11,204],"or":[12,45,58],"vehicle)":[13],"interest":[15],"across":[16],"cameras.":[17],"In":[18],"re-ID,":[19],"designing":[20],"suitable":[21],"and":[22,29,75,90,98,194,206],"effective":[23],"loss":[24,47,73,81,108,199],"functions":[25,48,74,82,109,133,200],"plays":[26],"essential":[28],"imperative":[30],"role":[31],"in":[32,138,149],"learning":[33],"identifiable":[34],"features.":[35],"Regardless":[36],"the":[38,61,69,72,169,176,183,186,202],"significant":[39,92],"success":[40],"achieved":[41],"by":[42,153],"using":[43],"retrieval-":[44],"verification-based":[46],"due":[49],"re-ID":[51,188,205,208],"can":[52,181],"be":[53,65],"formulated":[54],"as":[55],"a":[56,91,150,154],"retrieval":[57],"verification":[59],"task,":[60],"model":[62],"performance":[63,184],"might":[64],"degraded":[66],"owing":[67],"inconsistency":[70],"between":[71],"evaluation":[76,85,112,140,143],"metrics.":[77,141],"Moreover,":[78],"current":[79],"hand-designed":[80],"based":[83],"on":[84,201],"metrics":[86,113],"require":[87],"great":[88],"expertise":[89],"workforce,":[93],"which":[94,125],"often":[96],"sub-optimal":[97],"laborious.":[99],"To":[100],"this":[101],"end,":[102],"we":[103,117],"propose":[104,118],"automatically":[106],"design":[107],"with":[110],"specific":[111],"for":[114],"re-ID.":[115],"Specifically,":[116],"Parameterized":[119,178],"Retrieval":[120],"&":[121],"Verification":[122],"(RV)":[123],"Loss,":[124],"jointly":[126],"optimizes":[127],"RV":[128,139,179],"tasks":[129],"while":[130],"introducing":[131],"parameterized":[132,157],"replace":[135],"non-differentiable":[136],"operations":[137],"Different":[142],"metric":[144],"approximations":[145],"are":[146],"thus":[147,190],"represented":[148],"single":[151],"formula":[152],"family":[155],"functions.":[158],"Then,":[159],"automated":[161],"parameter":[162,170],"search":[163],"algorithm":[164],"used":[166],"conduct":[168],"search.":[171],"Experimental":[172],"results":[173],"indicate":[174],"that":[175],"proposed":[177],"Loss":[180],"improve":[182],"state-of-the-art":[187],"methods,":[189],"demonstrating":[191],"its":[192],"effectiveness":[193],"superiority":[195],"over":[196],"other":[197],"relevant":[198],"public":[203],"vehicle":[207],"benchmarks.":[209]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
